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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.

Popular Quantitative Methods Courses and Certifications


  • U

    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Model Training, Model Evaluation, Matlab, Data Preprocessing, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Statistical Methods, Machine Learning Software, Mathematical Software, Statistical Machine Learning, Data Wrangling, Applied Mathematics, Data Validation, Data Processing, Mathematical Modeling, Artificial Neural Networks, Engineering Analysis, Engineering Design Process

    4.9 stars, 145 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (145) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Introduction to Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Matlab, Anomaly Detection, Geospatial Information and Technology, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Algorithms

    4.6 stars, 60 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (60) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    How Diffusion Models Work

    Skills you'll gain: Generative AI, Generative Model Architectures, Jupyter, AI Personalization, Model Training, Sampling (Statistics), Artificial Neural Networks, Algorithms

    4.6 stars, 280 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.6 (280) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis

    4.3 stars, 308 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (308) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Lean Management Fundamentals

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Kaizen Methodology, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Process Improvement and Optimization, Process Improvement, Business Process, Workflow Management, Culture Transformation, Leadership, Waste Minimization, Change Management

    4.6 stars, 82 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (82) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnQuest

    Test-Driven Development

    Skills you'll gain: Continuous Delivery, Test Driven Development (TDD), Unit Testing, Continuous Deployment, Continuous Integration, Test Script Development, Program Development, CI/CD, Agile Methodology, Test Automation, Development Testing, Mockups, Test Case, Agile Software Development, Software Testing, Debugging, Software Development, Python Programming, Version Control, Requirements Analysis

    4 stars, 83 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (83) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Sustainability Reporting: From Regulation to Implementation

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Corporate Sustainability, Sustainable Business, Business Reporting, Data Storytelling, Compliance Reporting, Data Visualization, Performance Reporting, Sustainability Standards, Environmental Regulations, Stakeholder Communications, Strategic Communication, Corporate Communications, Regulatory Requirements, Stakeholder Engagement, Environmental Issue, Report Writing, Auditors Report, Return On Investment

    4.7 stars, 47 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (47) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Pittsburgh

    Mathematical Foundations for Data Science and Analytics

    Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning

    3.6 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.6 (16) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Custom Reports in Google Analytics

    Skills you'll gain: Google Analytics, Ad Hoc Reporting, Performance Reporting, Web Analytics, Marketing, Web Development

    4.5 stars, 171 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (171) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Colorado Boulder

    The Neuroscience of Personal Excellence

    Skills you'll gain: Persistence, Personal Development, Resilience, Habit Formation, Decision Making, Self-Awareness, Problem Solving, Emotional Intelligence, Stress Management, Leadership, Neurology, Human Learning, Learning Theory, Psychology, Anatomy, Business, Physiology

    4.7 stars, 83 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (83) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    Illinois Tech

    Financial Statement Applications

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Inventory Accounting, Generally Accepted Accounting Principles (GAAP), Financial Accounting, Income Statement, Financial Reporting, Cash Flows, General Accounting, Balance Sheet, Accounting, Financial Forecasting, Gross Profit, Working Capital, Depreciation

    3.2 stars, 18 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.2 (18) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Pillar #3: Drug Effectiveness - Real-World Evidence

    Skills you'll gain: Clinical Research, Clinical Trials, Pharmaceuticals, Pharmacology, Medical Science and Research, Epidemiology, Scientific Methods, Statistical Methods, Data-Driven Decision-Making, Regression Analysis, Logistic Regression

    4.6 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular quantitative methods courses

  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Introduction to Computer Vision: MathWorks
  • How Diffusion Models Work: DeepLearning.AI
  • Nearest Neighbor Collaborative Filtering: University of Minnesota
  • Lean Management Fundamentals: STARWEAVER
  • Test-Driven Development: LearnQuest
  • Sustainability Reporting: From Regulation to Implementation: University of Illinois Urbana-Champaign
  • Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
  • Custom Reports in Google Analytics: Coursera
  • The Neuroscience of Personal Excellence: University of Colorado Boulder

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